{"id":"W2013372693","doi":"10.5489/cuaj.11236","title":"Preoperative hydronephrosis and diabetes mellitus predict poor prognosis in upper urinary tract urothelial carcinoma","year":2012,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urothelial carcinoma; Medicine; Hydronephrosis; Urology; Diabetes mellitus; Upper urinary tract; Urinary system; Internal medicine; Oncology; Bladder cancer; Cancer; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004746791,0.0001944168,0.0003371454,0.0001963406,0.0001990842,0.00006456673,0.00006666614,0.0002545933,0.0004819612],"category_scores_gemma":[0.0002230073,0.0001502533,0.0001040813,0.0001685385,0.0000465913,0.0002654348,0.00001450944,0.0005262919,0.00002797385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101997,"about_ca_system_score_gemma":0.0003889694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008989758,"about_ca_topic_score_gemma":0.000115719,"domain_scores_codex":[0.9982135,0.0002172212,0.00031958,0.0002043681,0.0002923005,0.000753017],"domain_scores_gemma":[0.9986466,0.0001074754,0.0001208823,0.00006273768,0.00009126264,0.0009710679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006462541,0.0003621373,0.9967322,0.00000723906,0.00009524774,0.00005309247,0.0004030093,0.000001443598,0.0001109576,0.00002491389,0.0006351888,0.001509882],"study_design_scores_gemma":[0.001793949,0.001196598,0.9917119,0.00002306973,0.0001598195,0.0002446177,0.00008031825,0.00007114384,0.0002976558,0.00009378586,0.004184274,0.000142875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864467,0.003575029,0.000002070169,0.008081857,0.0002169262,0.0004396649,0.00008246217,0.0000180331,0.001137251],"genre_scores_gemma":[0.9961551,0.0002691529,0.0001183704,0.002489103,0.0006796904,0.00006636718,0.00001653754,0.00001885583,0.0001867798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009708436,"threshold_uncertainty_score":0.6127152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301299957288718,"score_gpt":0.2324531060809786,"score_spread":0.2194401065080914,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}